Master MATLAB through Guided Problem Solving

Course Program

Course Introduction

• (Important) How to learn from this course
• Stages of learning programming & completing projects
• PDF with complete lecture list and keywords
• Using the Q&A forum
• All MATLAB materials (single ZIP)

Getting Started

Vectors and Variables

Command Statements

Import and Export Data

Translate Formulas into Code

Descriptive Statistics

2D Plotting

3D Plotting

Segmentation

Data Animations

Graphical User Interfaces

Functions and Anonymous Functions

Find, Min, Max

Calculus and Differential Equations

Cleaning Univariate Time Series

Cleaning Multivariate Time Series

Time Series Analysis

Spectral Analysis

Matrix Analysis

Circular Distributions and Analyses

• Draw a vector in the polar plane
• Circular histogram
• Mean vector length
• Phase difference between two distributions

Fractal Time Series and Images

Nonparametric Statistics

Nonlinear Model Fitting

Bonus Section

Nonparametric Statistics